White shark (Carcharodon carcharias), Thinned satellite data (PSAT and SPOT), 1:2 observation:pseudo-absence ratio, Full extent, shark specific v2 (sst, tbtm, sbtm, log depth, and seals, evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max |
|---|---|---|
| rf | 0.9821019 | 0.9048182 |
| bt | 0.7857364 | 0.4359250 |
| maxnet | 0.7487829 | 0.3733892 |
| gam | 0.7589252 | 0.4105097 |
| glm | 0.6903518 | 0.3475802 |
Variable Importance
